Leveraging Advanced NLP Models and LLMs for Document Set Understanding with Multi-documents semantic relations

Docugami is a document engineering company registered in British Columbia that transforms how businesses create and execute critical business documents. Leveraging breakthrough Natural Language Processing (NLP) and Large Language Models (LLMs) Docugami enhances productivity, compliance, and insight across industries such as finance, law, and business operations. This project addresses a key challenge or objective for […]

Read More
Implementing Mobility-as-a-Service in Canada by Learning from an Austrian Example

Mobility-as-a-Service (MaaS) is an emerging service that enables users to plan, reserve, and pay for different on-demand and shared mobility services through an integrated platform. MaaS is relatively more advanced and widespread in European countries than in North America. In parts of Europe, shared mobility services can also be found in mobility hubs (dedicated on-street […]

Read More
Large language models and other machine learning methods to advance AMD’s hardware and software capabilities

AMD is a leading innovator in high-performance computing, graphics, and visualization technologies, focusing on gaming, immersive platforms, and data center solutions. The company develops cutting-edge hardware and software solutions to enhance computing performance across various applications, including artificial intelligence (AI), machine learning (ML), and edge computing. AMD is seeking to apply advances in AI and […]

Read More
Research Data Monetization Strategy

The Bloorview Research Institute (BRI) is exploring innovative ways to leverage its vast research data holdings to generate value and advance its missions. While this data holds significant potential value for external stakeholders across healthcare, academia, and industry, the organization currently lacks a strategy for ethical and sustainable monetization. The innovative challenge at hand is […]

Read More
Rhythm & Blues Cambridge Black Needs Assessment

Rhythm & Blues Cambridge is leading a Black Needs Assessment Study to identify service gaps, barriers, and opportunities for Black families in Cambridge and across Waterloo Region. As the only Black-led nonprofit service provider in Cambridge, Rhythm & Blues Cambridge is committed to expanding culturally affirming programs, strengthening community partnerships, and advocating for equitable access […]

Read More
Emotion-Aware Speech Processing for ASR and TTS

Boson AI is dedicated to advancing cutting-edge AI research, specializing in large language models for interaction and entertainment. The company focuses on developing innovative AI-driven solutions that enhance human-computer interaction, particularly in speech and language processing. One major challenge Boson AI aims to address through this project is improving AI’s ability to detect subtle emotional […]

Read More
Transfusion of transformers and state space models

Boson AI specializes in AI-driven simulation and optimization, focusing on multi-modal learning, generative modeling, and structured state-space architectures. The company develops AI models that integrate text, audio, and structured signals to enable high-fidelity simulation and synthesis across domains like speech processing, acoustics, and human-AI interaction. Through this project, Boson AI aims to address key challenges […]

Read More
Asynchronous mesh networks for continuous methane leak monitoring

Spero Analytics is a research-driven IoT startup which builds mesh networks for automated, continuous surveillance of greenhouse gas emissions in landfills and energy facilities. As those networks are power efficient and operate using radio communication, they can be deployed in remote industrial areas with limited cellular/power infrastructure. The existing system architecture consists of a gateway […]

Read More
Fine-Tuning Large Language Models for Standards and Claim Chart Mapping

XLSCOUT Ltd. specializes in AI-driven patent intelligence, providing advanced solutions for intellectual property (IP) strategy and innovation management. The company aims to enhance the accuracy and efficiency of patent-related tasks, such as claim chart generation and standards compliance mapping, through fine-tuned large language models (LLMs). This project addresses a critical challenge: general-purpose LLMs lack domain-specific […]

Read More
Data Systems & ML Ops Redesign

J Squared builds and provides rugged electronic systems in several industries. FALC-AI, a division within J Squared, is focused on the vertical integration of these platforms with computer vision and AI models to enable a variety of use cases that require being able to extract accurate data from videos and images, and in turn, use […]

Read More
Aston Dynamics Canada EBS project

Aston Dynamics Canada Limited (Aston Dynamics) is working on improving electro-hydraulic braking (EHB) systems for electric and heavy-duty vehicles. The company has already made significant progress in solving key issues like slow braking response, reliability, and limited braking force. They’ve developed and tested prototypes that show better braking control and efficiency, especially for electric vehicles, […]

Read More
Exploring a Multi-modal Audio Foundational Model

Boson AI is an early-stage startup of 30 scientists. They are building large language tools for interaction and entertainment. They are seeking interns from the University of Toronto to join them in their Toronto office. The intern will work on modeling and training LLMs, understanding and interpreting model behavior and aligning models to human values. […]

Read More